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ICPP
2008
IEEE
15 years 4 months ago
Machine Learning Models to Predict Performance of Computer System Design Alternatives
Computer manufacturers spend a huge amount of time, resources, and money in designing new systems and newer configurations, and their ability to reduce costs, charge competitive p...
Berkin Özisikyilmaz, Gokhan Memik, Alok N. Ch...
ESANN
2008
14 years 11 months ago
Using graph-theoretic measures to predict the performance of associative memory models
We test a selection of associative memory models built with different connection strategies, exploring the relationship between the structural properties of each network and its pa...
Lee Calcraft, Rod Adams, Weiliang Chen, Neil Davey
ICWE
2010
Springer
14 years 8 months ago
Model-Driven Web Engineering Performance Prediction with Layered Queue Networks
This position paper describes an approach to predict the performances of a Web application already in the early stages of application development. It leverages the wealth of inform...
Alessio Gambi, Giovanni Toffetti, Sara Comai
ICDE
2012
IEEE
304views Database» more  ICDE 2012»
13 years 4 days ago
Learning-based Query Performance Modeling and Prediction
— Accurate query performance prediction (QPP) is central to effective resource management, query optimization and query scheduling. Analytical cost models, used in current genera...
Mert Akdere, Ugur Çetintemel, Matteo Rionda...
CHI
2006
ACM
15 years 10 months ago
Generating automated predictions of behavior strategically adapted to specific performance objectives
It has been well established in Cognitive Psychology that humans are able to strategically adapt performance, even highly skilled performance, to meet explicit task goals such as ...
Katherine Eng, Richard L. Lewis, Irene Tollinger, ...